Artificial Intelligence & Machine Learning
Build intelligent models and machine-learning solutions with Python — from how machines learn to training, evaluating and deploying real models.
Overview
Artificial intelligence and machine learning are transforming every industry — and the demand for people who can build them has never been higher. Artificial Intelligence & Machine Learning at IPMC gives you the practical, hands-on skills to do exactly that.
Using Python, you'll learn how machines actually learn from data, build and train your own models, evaluate and improve them, and take your first steps into neural networks and deep learning — all through real projects.
What you'll learn
- The core concepts and workflow of AI and ML
- Python and the key libraries for machine learning
- How to prepare and explore data for models
- Supervised and unsupervised learning techniques
- How to train, evaluate and improve models
- The fundamentals of neural networks and deep learning
Course content
What AI and machine learning really are, the main types, and the end-to-end ML workflow.
The Python tools and libraries used in ML, and how to prepare data for modelling.
Build models that predict and classify — regression and classification in practice.
Find hidden patterns in data with clustering and dimensionality reduction.
Measure model performance, avoid overfitting and tune for better results.
An introduction to deep learning, plus real projects to bring your skills together.
Who it's for
This course is ideal for developers, analysts, data enthusiasts and professionals who want to move into AI and machine learning roles.
Basic programming experience (ideally Python) is helpful — if you're new to Python, our Python Programming course is the perfect starting point.
Your certificate
On successful completion, you'll earn an IPMC certificate — recognised by employers across Ghana — along with a portfolio of machine-learning projects.
Build with AI.
Enrol in AI & Machine Learning, or talk to an advisor about the right course for your goals.